The title is a bit misleading; it's running on an 8088-compatible CPU, and a 1 megabyte SRAM, with the FPGA containing the display adapter and drive controller, as well as the glue logic.
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In contrast, here's a whole 486-class PC compatible on an FPGA: https://github.com/alfikpl/ao486